Intelligent Audio Analysis

• Main Author: Schuller, Bjr̲n W. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
• Series: Signals and Communication Technology,
• Subjects: Engineering.; Computer science.; Acoustics in engineering.; Signal, Image and Speech Processing.; Engineering Acoustics.; User Interfaces and Human Computer Interaction.
• Online Access: https://ezaccess.library.uitm.edu.my/login?url=http://dx.doi.org/10.1007/978-3-642-36806-6

This book provides the reader with the knowledge necessary for comprehension of the field of Intelligent Audio Analysis. It firstly introduces standard methods and discusses the typical Intelligent Audio Analysis chain going from audio data to audio features to audio recognition. Further, an introd...

Table of Contents:

• Part I Introduction
• Intelligent Audio Analysis: a Definition
• Motivation, Aims, and Solutions
• Structure of this book
• Part II Intelligent Audio Analysis Methods
• Chain of Processing
• Audio Data
• Audio Features
• Audio Recognition
• Audio Source Separation: openBlissART
• Audio Enhancement and Robustness
• Part III Intelligent Audio Analysis Applications
• Applications in Intelligent Speech Analysis
• Applications in Intelligent Music Analysis
• Applications in Intelligent Sound Analysis
• Part IV Conclusion
• Discussion
• Vision
• openSMILE Standardised Feature Sets.